I am currently a third-year Ph.D. candidate at Nanyang Technological University (NTU), supervised by Prof. Lihua Xie from NTU and co-supervised by Dr. Yau Wei-Yun from Agency for Science, Technology and Research (A*STAR), Singapore. Before that, I received both my M. Eng. degree (2022) and B. Eng. degree (2019) from Zhejiang University (ZJU), under the supervision of Prof. Ronghao Zheng.

My research primarily focuses on planning and optimization problems in multi-robot systems, including autonomous exploration, active SLAM, and planning under practical communication and temporal constraints. I am passionate about uncovering the mathematical foundations underlying practical challenges in autonomous robotic systems for real-world deployment, utilizing tools from optimization, graph theory, etc. I am also actively seeking the combination of robotics and learning-based foundation models. Feel free to reach out if you’re interested in my work!

Selected News

• [01/2025] Three papers get accepted by IEEE ICRA 2025!
• [07/2024] One paper gets accepted by IEEE/RSJ IROS 2024!
• [06/2024] One paper gets accepted by IEEE RA-L!

Selected Publications

Realm: Real-Time Line-of-Sight Maintenance in Multi-Robot Navigation with Unknown Obstacles
Ruofei Bai, Shenghai Yuan, Kun Li, Hongliang Guo, Wei-Yun Yau, Lihua Xie
2025 IEEE International Conference on Robotics and Automation (ICRA)

Graph-based Slam-Aware Exploration with Prior Topo-Metric Information
Ruofei Bai, Hongliang Guo, Wei-Yun Yau, Lihua Xie
IEEE Robotics and Automation Letters (RA-L), 2024

Multi-Robot Active Graph Exploration with Reduced Pose-SLAM Uncertainty via Submodular Optimization
Ruofei Bai, Shenghai Yuan, Hongliang Guo, Pengyu Yin, Wei-Yun Yau, Lihua Xie
2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)

Hierarchical Multi-Robot Strategies Synthesis and Optimization under Individual and Collaborative Temporal Logic Specifications
Ruofei Bai, Ronghao Zheng, Meiqin Liu, Senlin Zhang
Robotics and Autonomous Systems (RAS), 2022

Multi-Robot Task Planning under Individual and Collaborative Temporal Logic Specifications
Ruofei Bai, Ronghao Zheng, Meiqin Liu, Senlin Zhang
2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)